open-llm-leaderboard/sonthenguyen__ft-unsloth-zephyr-sft-bnb-4bit-20241014-161415-details

Dataset Card for Evaluation run of sonthenguyen/ft-unsloth-zephyr-sft-bnb-4bit-20241014-161415

Dataset automatically created during the evaluation run of model sonthenguyen/ft-unsloth-zephyr-sft-bnb-4bit-20241014-161415 The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.

The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.

An additional configuration "results" store all the aggregated results of the run.

To load the details from a run, you can for instance do the following:

from datasets import load_dataset
data = load_dataset(
    "open-llm-leaderboard/sonthenguyen__ft-unsloth-zephyr-sft-bnb-4bit-20241014-161415-details",
    name="sonthenguyen__ft-unsloth-zephyr-sft-bnb-4bit-20241014-161415__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-10-16T09-45-48.001558 (note that there might be results for other tasks in the repos if successive evals didn't cover the same tasks. You find each in the results and the "latest" split for each eval):

{
    "all": {
        "leaderboard": {
            "prompt_level_strict_acc,none": 0.22735674676524953,
            "prompt_level_strict_acc_stderr,none": 0.018036262673640075,
            "inst_level_strict_acc,none": 0.3513189448441247,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.358541963938254,
            "acc_norm_stderr,none": 0.005179087966448708,
            "inst_level_loose_acc,none": 0.37410071942446044,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.0075528700906344415,
            "exact_match_stderr,none": 0.002383348962370454,
            "prompt_level_loose_acc,none": 0.25508317929759705,
            "prompt_level_loose_acc_stderr,none": 0.01875849195041413,
            "acc,none": 0.14012632978723405,
            "acc_stderr,none": 0.003164654737089848,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.37823294566915466,
            "acc_norm_stderr,none": 0.006019316250847241,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.029752391824475376,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5294117647058824,
            "acc_norm_stderr,none": 0.03659829510813268,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.264,
            "acc_norm_stderr,none": 0.027934518957690908,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.312,
            "acc_norm_stderr,none": 0.029361067575219817,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.0316364895315444,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.328,
            "acc_norm_stderr,none": 0.029752391824475376,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.031660853408495185,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.216,
            "acc_norm_stderr,none": 0.02607865766373273,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.136,
            "acc_norm_stderr,none": 0.021723342617052076,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.388,
            "acc_norm_stderr,none": 0.03088103874899392,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.0309382076204012,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.031669985030107414,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.224,
            "acc_norm_stderr,none": 0.026421361687347905,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.273972602739726,
            "acc_norm_stderr,none": 0.03703787583167248,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.312,
            "acc_norm_stderr,none": 0.029361067575219817,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.388,
            "acc_norm_stderr,none": 0.030881038748993915,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.288,
            "acc_norm_stderr,none": 0.028697004587398208,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.5786516853932584,
            "acc_norm_stderr,none": 0.03711441405960188,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.696,
            "acc_norm_stderr,none": 0.029150213374159677,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.292,
            "acc_norm_stderr,none": 0.02881432040220564,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.144,
            "acc_norm_stderr,none": 0.022249407735450213,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.124,
            "acc_norm_stderr,none": 0.02088638225867326,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.332,
            "acc_norm_stderr,none": 0.029844039047465902,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.031682156431413803,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.24664429530201343,
            "acc_norm_stderr,none": 0.01247179249745697,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.29292929292929293,
            "acc_norm_stderr,none": 0.03242497958178817,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.25824175824175827,
            "acc_norm_stderr,none": 0.01874762138022981,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.21205357142857142,
            "acc_norm_stderr,none": 0.019333807037683472,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.22735674676524953,
            "prompt_level_strict_acc_stderr,none": 0.018036262673640075,
            "inst_level_strict_acc,none": 0.3513189448441247,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.25508317929759705,
            "prompt_level_loose_acc_stderr,none": 0.01875849195041413,
            "inst_level_loose_acc,none": 0.37410071942446044,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.0075528700906344415,
            "exact_match_stderr,none": 0.002383348962370454,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.009771986970684038,
            "exact_match_stderr,none": 0.0056233916339158635,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.008130081300813009,
            "exact_match_stderr,none": 0.008130081300813004,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.0035714285714285713,
            "exact_match_stderr,none": 0.0035714285714285665,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.012987012987012988,
            "exact_match_stderr,none": 0.00915314527915021,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.010362694300518135,
            "exact_match_stderr,none": 0.007308424386792218,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.007407407407407408,
            "exact_match_stderr,none": 0.007407407407407407,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.14012632978723405,
            "acc_stderr,none": 0.003164654737089848,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.38492063492063494,
            "acc_norm_stderr,none": 0.017273383931216173,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.0316821564314138,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.2421875,
            "acc_norm_stderr,none": 0.026827898476066977,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.408,
            "acc_norm_stderr,none": 0.03114520984654852,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.22735674676524953,
        "prompt_level_strict_acc_stderr,none": 0.018036262673640075,
        "inst_level_strict_acc,none": 0.3513189448441247,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.358541963938254,
        "acc_norm_stderr,none": 0.005179087966448708,
        "inst_level_loose_acc,none": 0.37410071942446044,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.0075528700906344415,
        "exact_match_stderr,none": 0.002383348962370454,
        "prompt_level_loose_acc,none": 0.25508317929759705,
        "prompt_level_loose_acc_stderr,none": 0.01875849195041413,
        "acc,none": 0.14012632978723405,
        "acc_stderr,none": 0.003164654737089848,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.37823294566915466,
        "acc_norm_stderr,none": 0.006019316250847241,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.029752391824475376,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5294117647058824,
        "acc_norm_stderr,none": 0.03659829510813268,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.264,
        "acc_norm_stderr,none": 0.027934518957690908,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.312,
        "acc_norm_stderr,none": 0.029361067575219817,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.0316364895315444,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.328,
        "acc_norm_stderr,none": 0.029752391824475376,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.031660853408495185,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.216,
        "acc_norm_stderr,none": 0.02607865766373273,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.136,
        "acc_norm_stderr,none": 0.021723342617052076,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.388,
        "acc_norm_stderr,none": 0.03088103874899392,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.0309382076204012,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.031669985030107414,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.224,
        "acc_norm_stderr,none": 0.026421361687347905,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.273972602739726,
        "acc_norm_stderr,none": 0.03703787583167248,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.312,
        "acc_norm_stderr,none": 0.029361067575219817,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.388,
        "acc_norm_stderr,none": 0.030881038748993915,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.288,
        "acc_norm_stderr,none": 0.028697004587398208,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.5786516853932584,
        "acc_norm_stderr,none": 0.03711441405960188,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.696,
        "acc_norm_stderr,none": 0.029150213374159677,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.292,
        "acc_norm_stderr,none": 0.02881432040220564,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.144,
        "acc_norm_stderr,none": 0.022249407735450213,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.124,
        "acc_norm_stderr,none": 0.02088638225867326,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.332,
        "acc_norm_stderr,none": 0.029844039047465902,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.031682156431413803,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.24664429530201343,
        "acc_norm_stderr,none": 0.01247179249745697,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.29292929292929293,
        "acc_norm_stderr,none": 0.03242497958178817,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.25824175824175827,
        "acc_norm_stderr,none": 0.01874762138022981,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.21205357142857142,
        "acc_norm_stderr,none": 0.019333807037683472,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.22735674676524953,
        "prompt_level_strict_acc_stderr,none": 0.018036262673640075,
        "inst_level_strict_acc,none": 0.3513189448441247,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.25508317929759705,
        "prompt_level_loose_acc_stderr,none": 0.01875849195041413,
        "inst_level_loose_acc,none": 0.37410071942446044,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.0075528700906344415,
        "exact_match_stderr,none": 0.002383348962370454,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.009771986970684038,
        "exact_match_stderr,none": 0.0056233916339158635,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.008130081300813009,
        "exact_match_stderr,none": 0.008130081300813004,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.0035714285714285713,
        "exact_match_stderr,none": 0.0035714285714285665,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.012987012987012988,
        "exact_match_stderr,none": 0.00915314527915021,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.010362694300518135,
        "exact_match_stderr,none": 0.007308424386792218,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.007407407407407408,
        "exact_match_stderr,none": 0.007407407407407407,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.14012632978723405,
        "acc_stderr,none": 0.003164654737089848,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.38492063492063494,
        "acc_norm_stderr,none": 0.017273383931216173,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.0316821564314138,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.2421875,
        "acc_norm_stderr,none": 0.026827898476066977,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.408,
        "acc_norm_stderr,none": 0.03114520984654852,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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